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  • Quantitative Methods

Quantitative Methods Courses

Quantitative methods courses can help you learn statistical analysis, data visualization, regression techniques, and experimental design. You can build skills in hypothesis testing, data interpretation, and predictive modeling. Many courses introduce tools like R, Python, and Excel, that support analyzing data sets and applying quantitative techniques in various fields such as economics, healthcare, and social sciences.


Popular Quantitative Methods Courses and Certifications


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    National Taiwan University

    商管統計資料分析二 (Analytics for Business and Management (II))

    Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Methods, Data Visualization, R Programming, Statistical Analysis, Case Studies, Business Analytics, Advanced Analytics, Analytics, Data Analysis, Statistical Hypothesis Testing, Variance Analysis

    Intermediate · Course · 1 - 3 Months

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    Packt

    People Domain in Project Management

    Skills you'll gain: Conflict Management, Team Management, Leadership Studies, Team Building, Stakeholder Management, Virtual Teams, People Management, Performance Management, Smart Goals, Emotional Intelligence, Team Motivation, Collaboration, Negotiation, Mentorship

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    RESTful API Project - Employee Management System Tool

    Skills you'll gain: API Design, Restful API, Application Programming Interface (API), Application Deployment, Spring Boot, Spring Framework, Back-End Web Development, Data Modeling, Database Design, Software Architecture, Object-Relational Mapping, System Configuration, Data Persistence, Business Logic

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Decision Tree Learning, Credit Risk, Random Forest Algorithm, Feature Engineering, Financial Modeling, Logistic Regression, Data Analysis, Statistical Machine Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

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    Sungkyunkwan University

    Machine Learning for Smart Beta

    Skills you'll gain: Data Processing, Data Preprocessing, Portfolio Management, Investment Management, Classification And Regression Tree (CART), Statistical Machine Learning, Investments, Machine Learning Algorithms, Applied Machine Learning, R Programming, Feature Engineering, Machine Learning, Financial Modeling, Model Evaluation, Supervised Learning, Asset Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    FAIR Institute

    Advancing FAIR™ within Risk Management Programs

    Skills you'll gain: Cyber Risk, Threat Management, Continuous Monitoring, Cyber Security Strategy, Risk Management, Risk Appetite, Enterprise Risk Management (ERM), Governance Risk Management and Compliance, Cybersecurity, Business Risk Management, Risk Modeling, Risk Control, Risk Analysis, Governance, Program Implementation, Automation, Benchmarking

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Machine/Deep Learning for Mining Quality Prediction-Enhanced

    Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Data Preprocessing, Regression Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Data Analysis, Matplotlib, Random Forest Algorithm, Machine Learning, Data Visualization, Decision Tree Learning, Artificial Neural Networks, Deep Learning, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Universitat Autònoma de Barcelona

    Guidance processes in Vocational Education and Training

    Skills you'll gain: Student Support and Services, Academic Advising, Education and Training, Needs Assessment, Student Engagement, Adult Education, Mentorship, Lifelong Learning, Curriculum Development, Personal Development, Collaboration

    Beginner · Course · 1 - 3 Months

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    University of Maryland, College Park

    Leading with Power Skills: Building Self-Awareness in Teams

    Skills you'll gain: Self-Awareness, Professional Development, Personal Development, Smart Goals, Goal Setting, Emotional Intelligence, Leadership Development, Empathy & Emotional Intelligence, Adaptability, Cognitive flexibility, Team Leadership, Dealing With Ambiguity, Team Performance Management, Leadership and Management, Leadership, Team Management, Growth Mindedness, Decision Making

    Beginner · Course · 1 - 3 Months

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    Packt

    Essential Leadership Skills for Career Growth

    Skills you'll gain: Adaptability, Leadership Development, Leadership, Performance Measurement, Team Leadership, Organizational Leadership, Leadership and Management, Strategic Leadership, Communication, Business Metrics, Team Motivation, Team Building, Growth Mindedness, Professional Development, Human Resource Strategy, Business, Decision Making

    Beginner · Course · 1 - 3 Months

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    Coursera

    Business Innovation: Prototyping, Markets, Strategy

    Skills you'll gain: Innovation, Ideation, New Product Development, Business Strategies, Design Thinking, Business Strategy, Brainstorming, Product Development, Entrepreneurship, Resource Management, Market Opportunities, Business Research, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Exploit Development, Malware, & Defensive Strategies

    Skills you'll gain: Exploit development, Penetration Testing, Malware Protection, Network Monitoring, Object Oriented Programming (OOP), Cyber Security Assessment, Vulnerability Scanning, Network Security, Network Protocols, Network Analysis, Scripting, Remote Access Systems, Python Programming

    5
    Rating, 5 out of 5 stars
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    Advanced · Course · 1 - 3 Months

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In summary, here are 10 of our most popular quantitative methods courses

  • 商管統計資料分析二 (Analytics for Business and Management (II)): National Taiwan University
  • People Domain in Project Management: Packt
  • RESTful API Project - Employee Management System Tool: EDUCBA
  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • Machine Learning for Smart Beta: Sungkyunkwan University
  • Advancing FAIR™ within Risk Management Programs: FAIR Institute
  • Machine/Deep Learning for Mining Quality Prediction-Enhanced: Coursera
  • Guidance processes in Vocational Education and Training: Universitat Autònoma de Barcelona
  • Leading with Power Skills: Building Self-Awareness in Teams: University of Maryland, College Park
  • Essential Leadership Skills for Career Growth: Packt

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